Restricted Boltzmann machines in quantum physics

2019/06/24 by Roger G. Melko, Giuseppe Carleo, Juan Carrasquilla +2 · 1 citation
Physics and Astronomy · #Model Reduction and Neural Networks #Quantum many-body systems #Quantum, superfluid, helium dynamics

paper · doi:10.1038/s41567-019-0545-1

crossref issued 2019/06/24 · crossref published 2019/06/24 · crossref published-online 2019/06/24 · openalex publication_date 2019/06/24 · crossref created 2019/06/24 · crossref published-print 2019/09/01 · crossref deposited 2023/05/20 · openalex created_date 2025/10/10 · crossref indexed 2026/06/30 · openalex updated_date 2026/07/29

Citations

• Area laws for the entanglement entropy - a review
• Efficient Simulation of One-Dimensional Quantum Many-Body Systems
• Determination of quasiprobability distributions in terms of probability distributions for the rotated quadrature phase
• A Practical Introduction to Tensor Networks: Matrix Product States and Projected Entangled Pair States
• Localization and Glassy Dynamics Of Many-Body Quantum Systems
• Training Products of Experts by Minimizing Contrastive Divergence
• Integrating Neural Networks with a Quantum Simulator for State Reconstruction

Cited by

• Giuseppe Carleo [wikipedia]